The Topic Manager in XiaoIce, one the most popular social chatbots, is designed to simulate human behavior of changing topics during conversations [1]}. It consists of (1) a topic shift detector for deciding at each dialogue turn whether or not to shift topics, and
(2) a topic recommender for suggesting a new topic.
